Alok N. Choudhary

发表

Enabling active storage on parallel I/O software stacks

Robert B. Ross, Philip H. Carns, Seung Woo Son, 2010, 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST).

Double Standards: Bringing Task Parallelism to HPF Via the Message Passing Interface

Alok N. Choudhary, Ian T. Foster, David R. Kohr, 1996, Proceedings of the 1996 ACM/IEEE Conference on Supercomputing.

Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation

Wei-keng Liao, Alok N. Choudhary, Dianwei Han, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Improving collective I/O performance by pipelining request aggregation and file access

Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, 2013, EuroMPI.

Lessons Learned from Exploring the Backtracking Paradigm on the GPU

Nagiza F. Samatova, Alok N. Choudhary, John D. Owens, 2011, Euro-Par.

Optimal Processor Assignment for a Class of Pipelined Computations

David M. Nicol, Alok N. Choudhary, Bhagirath Narahari, 1994, IEEE Trans. Parallel Distributed Syst..

Batch Mode Active Learning with Hierarchical-Structured Embedded Variance

Fei Wang, Alok N. Choudhary, Yu Cheng, 2014, SDM.

Techniques for Scheduling I/O in a High Performance Multimedia-on-Demand Server

P. Bruce Berra, Alok N. Choudhary, Divyesh Jadav, 1995, J. Parallel Distributed Comput..

Performance Study of a Compiler/Hardware Approach to Embedded Systems Security

Alok N. Choudhary, Bhagirath Narahari, Rahul Simha, 2005, ISI.

Performance enhancement using intra-server caching in a continuous media server

Alok N. Choudhary, Chutimet Srinilta, 1998, Proceedings Eighth International Workshop on Research Issues in Data Engineering. Continuous-Media Databases and Applications.

Compiler-Directed Energy Optimization for Parallel Disk Based Systems

Mahmut T. Kandemir, Seung Woo Son, Alok N. Choudhary, 2007, IEEE Transactions on Parallel and Distributed Systems.

On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions

Nagiza F. Samatova, Vipin Kumar, Prabhat Kumar, 2012, 2012 International Green Computing Conference (IGCC).

Improving MPI Independent Write Performance Using A Two-Stage Write-Behind Buffering Method

Mahmut T. Kandemir, Wei-keng Liao, Alok N. Choudhary, 2007, 2007 IEEE International Parallel and Distributed Processing Symposium.

Spam ain't as diverse as it seems: throttling OSN spam with templates underneath

Yi Yang, Doug Downey, Alok N. Choudhary, 2014, ACSAC.

CluChunk: clustering large scale user-generated content incorporating chunklet information

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2012, BigMine '12.

Legislative prediction with dual uncertainty minimization from heterogeneous information

Alok N. Choudhary, Huan Liu, Ankit Agrawal, 2017, Stat. Anal. Data Min..

Parallel hierarchical clustering on shared memory platforms

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2012, 2012 19th International Conference on High Performance Computing.

VOXSUP: a social engagement framework

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2012, KDD.

A parallel scalable infrastructure for OLAP and data mining

Alok N. Choudhary, Sanjay Goil, 1999, Proceedings. IDEAS'99. International Database Engineering and Applications Symposium (Cat. No.PR00265).

JETTY: filtering snoops for reduced energy consumption in SMP servers

Babak Falsafi, Alok N. Choudhary, Andreas Moshovos, 2001, Proceedings HPCA Seventh International Symposium on High-Performance Computer Architecture.

Design and implementation of a scalable parallel system for multidimensional analysis and OLAP

Alok N. Choudhary, Sanjay Goil, 1999, Proceedings 13th International Parallel Processing Symposium and 10th Symposium on Parallel and Distributed Processing. IPPS/SPDP 1999.

Software-directed disk power management for scientific applications

Mahmut T. Kandemir, Seung Woo Son, Alok N. Choudhary, 2005, 19th IEEE International Parallel and Distributed Processing Symposium.

Mining Protein Interactions from Text Using Convolution Kernels

Alok N. Choudhary, Sanchit Misra, Simon Lin, 2009, PAKDD Workshops.

Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing

Pramod K. Varshney, Wei-keng Liao, Alok N. Choudhary, 2005, The Journal of Supercomputing.

Design and evaluation of smart disk architecture for DSS commercial workloads

Mahmut T. Kandemir, Alok N. Choudhary, Gokhan Memik, 2000, Proceedings 2000 International Conference on Parallel Processing.

Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics

Wei-keng Liao, Alok N. Choudhary, Andrew C. E. Reid, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

An Implementation and Evaluation of Client-Side File Caching for MPI-IO

Wei-keng Liao, Alok N. Choudhary, Lee Ward, 2007, 2007 IEEE International Parallel and Distributed Processing Symposium.

Efficient synthesis of array intensive computations onto FPGA based accelerators

Mahmut T. Kandemir, Alok N. Choudhary, Prithviraj Banerjee, 2001, VLSI Design 2001. Fourteenth International Conference on VLSI Design.

Efficient Pairwise Statistical Significance Estimation using FPGAs

Alok N. Choudhary, Ankit Agrawal, Daniel Honbo, 2010, BIOCOMP.

Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2011, Bioinform..

Compilation of out-of-core data parallel programs for distributed memory machines

Rajeev Thakur, Alok N. Choudhary, Rajesh Bordawekar, 1994, CARN.

Dynamic Directories: A mechanism for reducing on-chip interconnect power in multicores

Alok N. Choudhary, Abhishek Das, Nikolaos Hardavellas, 2012, 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Distributed File Systems

Wei-keng Liao, Alok N. Choudhary, Avery Ching, 2008, Wiley Encyclopedia of Computer Science and Engineering.

Minimizing data and synchronization costs in one-way communication

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, Proceedings. 1998 International Conference on Parallel Processing (Cat. No.98EX205).

Precision and error analysis of MATLAB applications during automated hardware synthesis for FPGAs

Alok N. Choudhary, Prithviraj Banerjee, Anshuman Nayak, 2001, Proceedings Design, Automation and Test in Europe. Conference and Exhibition 2001.

Association Rule Mining Based HotSpot Analysis on SEER Lung Cancer Data

Alok N. Choudhary, Ankit Agrawal, A. Choudhary, 2011, Int. J. Knowl. Discov. Bioinform..

NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing

Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, 2014, SC14: International Conference for High Performance Computing, Networking, Storage and Analysis.

An integrated approach to reducing power dissipation in memory hierarchies

Alok N. Choudhary, Jayaprakash Pisharath, A. Choudhary, 2002, CASES '02.

A hierarchical disk scheduler for multimedia systems

Alok N. Choudhary, Jesús Carretero, Javier Fernández, 2003, Future Gener. Comput. Syst..

An evaluation of design trade-offs in a high-performance, media-on-demand server

P. Bruce Berra, Alok N. Choudhary, Divyesh Jadav, 1997, Multimedia Systems.

Design and evaluation of database layouts for MEMS-based storage systems

Wei-keng Liao, Alok N. Choudhary, Jayaprakash Pisharath, 2005, 9th International Database Engineering & Application Symposium (IDEAS'05).

A compiler algorithm for optimizing locality in loop nests

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1997, ICS '97.

A distributed multi-storage resource architecture and I/O performance prediction for scientific computing

Alok N. Choudhary, Xiaohui Shen, A. Choudhary, 2000, Proceedings the Ninth International Symposium on High-Performance Distributed Computing.

High-performance I/O for massively parallel computers: problems and prospects

Alok N. Choudhary, Juan Miguel del Rosario, A. Choudhary, 1994, Computer.

Feedback-driven multiclass active learning for data streams

Jiang Wang, Alok N. Choudhary, Ankit Agrawal, 2013, CIKM.

Evaluating the effects of cache redundancy on profit

Berkin Özisikyilmaz, Alok N. Choudhary, Abhishek Das, 2008, 2008 41st IEEE/ACM International Symposium on Microarchitecture.

A New Parallel Algorithm for Two-Pass Connected Component Labeling

Alok N. Choudhary, Ankit Agrawal, Siddharth Gupta, 2016, 2014 IEEE International Parallel & Distributed Processing Symposium Workshops.

PACT HDL: a C compiler targeting ASICs and FPGAs with power and performance optimizations

Alex K. Jones, Alok N. Choudhary, Prithviraj Banerjee, 2002, CASES '02.

Predicting Node Failure in High Performance Computing Systems from Failure and Usage Logs

Nithin Nakka, Alok N. Choudhary, Ankit Agrawal, 2011, 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum.

An FPGA-Based Network Intrusion Detection Architecture

Alok N. Choudhary, Abhishek Das, Gokhan Memik, 2008, IEEE Transactions on Information Forensics and Security.

High-performance scientific data management system

Rajeev Thakur, Alok N. Choudhary, Jaechun No, 2003, J. Parallel Distributed Comput..

Derived distribution points heuristic for fast pairwise statistical significance estimation

Alok N. Choudhary, Ankit Agrawal, Xiaoqiu Huang, 2010, BCB '10.

Architectural support for designing fault-tolerant open distributed systems

Salim Hariri, Alok N. Choudhary, Behçet Sarikaya, 1992, Computer.

CODESSEAL: Compiler/FPGA Approach to Secure Applications

Alok N. Choudhary, Bhagirath Narahari, Rahul Simha, 2005, ISI.

High Performance Big Data Clustering

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2012, High Performance Computing Workshop.

Evaluating I/O characteristics and methods for storing structured scientific data

Wei-keng Liao, Alok N. Choudhary, Lee Ward, 2006, Proceedings 20th IEEE International Parallel & Distributed Processing Symposium.

Data access reorganizations in compiling out-of-core data parallel programs on distributed memory machines

Mahmut T. Kandemir, Alok N. Choudhary, Rajesh Bordawekar, 1997, Proceedings 11th International Parallel Processing Symposium.

Parallel Implementation and Evaluation of a Motion Estimation System Algorithms

Alok N. Choudhary, Ravi Ponnusamy, 1992, J. Parallel Distributed Comput..

A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining

Alok N. Choudhary, Ankit Agrawal, Bryce Meredig, 2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW).

Temperature-aware test scheduling for multiprocessor systems-on-chip

Li Shang, Prabhat Kumar, Alok N. Choudhary, 2008, 2008 IEEE/ACM International Conference on Computer-Aided Design.

PARSIMONY: An Infrastructure for Parallel Multidimensional Analysis and Data Mining

Alok N. Choudhary, Sanjay Goil, 2001, J. Parallel Distributed Comput..

A system for synthesizing optimized FPGA hardware from Matlab(R)

Alok N. Choudhary, Prithviraj Banerjee, Anshuman Nayak, 2001, IEEE/ACM International Conference on Computer Aided Design. ICCAD 2001. IEEE/ACM Digest of Technical Papers (Cat. No.01CH37281).

High Performance Multidimensional Analysis and Data Mining

Alok N. Choudhary, Sanjay Goil, 1998, Proceedings of the IEEE/ACM SC98 Conference.

A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2013, 2013 IEEE Symposium on Large-Scale Data Analysis and Visualization (LDAV).

Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective

Qiang Fu, Wei-keng Liao, Alok N. Choudhary, 2013, BigMine '13.

COMPASSION: A Parallel I/O Runtime System Including Chunking and Compression for Irregular Applications

Jesús Carretero, Alok N. Choudhary, Jaechun No, 1998, HPCN Europe.

Implementation and Evaluation of Hough Transform Algorithms on a Shared-Memory Multiprocessor

Alok N. Choudhary, Ravi Ponnusamy, 1991, J. Parallel Distributed Comput..

Predicting the Outcome of Startups: Less Failure, More Success

Alok N. Choudhary, Ankit Agrawal, Amar Krishna, 2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW).

Fault recovery designs for processor-embedded distributed storage architectures with I/O-intensive DB workloads

Mahmut T. Kandemir, Alok N. Choudhary, Steve C. Chiu, 2005, 22nd IEEE / 13th NASA Goddard Conference on Mass Storage Systems and Technologies (MSST'05).

A Matrix-Based Approach to Global Locality Optimization

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, J. Parallel Distributed Comput..

Correction to "A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution"

Donald F. Towsley, Alok N. Choudhary, John A. Stankovic, 1989, IEEE Trans. Software Eng..

Language and Compiler Support for Out-of-Core Irregular Applications on Distributed-Memory Multiprocessors

Peter Brezany, Alok N. Choudhary, Minh Dang, 1998, LCR.

The design of VIP-FS: a virtual, parallel file system for high performance parallel and distributed computing

Alok N. Choudhary, Juan Miguel del Rosario, Michael Harry, 1995, OPSR.

Time dependent priority scheduling for guaranteed QoS systems

Alok N. Choudhary, Shailender Chaudhry, A. Choudhary, 1997, Proceedings of Sixth International Conference on Computer Communications and Networks.

Design and Implementation of an FPGA Architecture for High-Speed Network Feature Extraction

Alok N. Choudhary, Gokhan Memik, Joseph Zambreno, 2007, 2007 International Conference on Field-Programmable Technology.

Indexing bipartite memberships in web graphs

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2014, 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014).

Power protocol: reducing power dissipation on off-chip data buses

Mahmut T. Kandemir, Alok N. Choudhary, Jayaprakash Pisharath, 2002, MICRO.

A Distributed Multi-Storage Resource Architecture and I/O Performance Prediction for Scientific Computing

Alok N. Choudhary, Xiaohui Shen, Celeste Matarazzo, 2004, Cluster Computing.

Microstructural Materials Design Via Deep Adversarial Learning Methodology

Wei Chen, Alok N. Choudhary, Xiaolin Li, 2018, Journal of Mechanical Design.

An integrated approach for improving cache behavior

Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, 2003, 2003 Design, Automation and Test in Europe Conference and Exhibition.

MS-I/O: A Distributed Multi-Storage I/O System

Alok N. Choudhary, Xiaohui Shen, A. Choudhary, 2002, 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID'02).

An Energy-Oriented Evaluation of Communication Optimizations for Microcensor Networks

Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, 2003, Euro-Par.

A global communication optimization technique based on data-flow analysis and linear algebra

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, TOPL.

Quantization Error and Accuracy-Performance Tradeoffs for Embedded Data Mining Workloads

Berkin Özisikyilmaz, Alok N. Choudhary, Gokhan Memik, 2007, International Conference on Computational Science.

Adaptive Grids for Clustering Massive Data Sets

Alok N. Choudhary, Sanjay Goil, Harsha S. Nagesh, 2001, SDM.

Scalable implementations of MPI atomicity for concurrent overlapping I/O

George K. Thiruvathukal, Wei-keng Liao, Alok N. Choudhary, 2003, 2003 International Conference on Parallel Processing, 2003. Proceedings..

Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach

Ming Yang, Yan Gao, Alok N. Choudhary, 2009, ADMA.

Enhancing Spatial Locality via Data Layout Optimizations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, Euro-Par.

Efficient pairwise statistical significance estimation for local sequence alignment using GPU

Wei-keng Liao, Alok N. Choudhary, Yuhong Zhang, 2011, 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS).

Changing Interaction of Compiler and Architecture

Mahmut T. Kandemir, Michael D. Smith, Rudolf Eigenmann, 1997, Computer.

Flexible software protection using hardware/software codesign techniques

Alok N. Choudhary, Bhagirath Narahari, Rahul Simha, 2004, Proceedings Design, Automation and Test in Europe Conference and Exhibition.

Compiler-directed scratch pad memory hierarchy design and management

Mahmut T. Kandemir, Alok N. Choudhary, 2002, DAC '02.

High Performance Parallel I/O Schemes for Irregular Applications on Clusters of Workstations

Jesús Carretero, Alok N. Choudhary, Jaechun No, 1999, HPCN Europe.

Static and Dynamic Locality Optimizations Using Integer Linear Programming

Mahmut T. Kandemir, Eduard Ayguadé, Alok N. Choudhary, 2001, IEEE Trans. Parallel Distributed Syst..

Parallel implementation and evaluation of motion estimation system algorithms on a distributed memory multiprocessor using knowledge based mappings

Janak H. Patel, Alok N. Choudhary, Thomas S. Huang, 1990, [1990] Proceedings. 10th International Conference on Pattern Recognition.

A nonnegative sparsity induced similarity measure with application to cluster analysis of spam images

Gang Hua, Yan Gao, Alok N. Choudhary, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Temporal Sequence Modeling for Video Event Detection

Sharath Pankanti, Alok N. Choudhary, Quanfu Fan, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

A matrix-based approach to the global locality optimization problem

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, Proceedings. 1998 International Conference on Parallel Architectures and Compilation Techniques (Cat. No.98EX192).

Meta-data Management System for High-Performance Large-Scale Scientific Data Access

Wei-keng Liao, Alok N. Choudhary, Xiaohui Shen, 2000, HiPC.

Parallel netCDF: A Scientific High-Performance I/O Interface

Robert Latham, Robert B. Ross, Rajeev Thakur, 2003, ArXiv.

Network and device-level impacts: performance and reliability of active I/O storage systems

Alok N. Choudhary, Steve C. Chiu, Danli Wang, 2007, The Journal of Supercomputing.

Parallel Processing for Computer Vision and Image Understanding - Guest Editors' Introduction to the Special Issue

Sanjay Ranka, Alok N. Choudhary, A. Choudhary, 1992, Computer.

A Comprehensive Approach to Image Spam Detection: From Server to Client Solution

Gang Hua, Yan Gao, Alok N. Choudhary, 2010, IEEE Transactions on Information Forensics and Security.

Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates

Yi Yang, Doug Downey, Alok N. Choudhary, 2016, IEEE/ACM Transactions on Networking.

Evaluation of application-aware heterogeneous embedded systems for performance and energy consumption

Nan Jiang, Alok N. Choudhary, Jayaprakash Pisharath, 2003, The 9th IEEE Real-Time and Embedded Technology and Applications Symposium, 2003. Proceedings..

Compiler Algorithms for Optimizing Locality and Parallelism on Shared and Distributed-Memory Machines

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2000, J. Parallel Distributed Comput..

A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution

Donald F. Towsley, Alok N. Choudhary, John A. Stankovic, 1989, IEEE Trans. Software Eng..

A model and compilation strategy for out-of-core data parallel programs

Ken Kennedy, Alok N. Choudhary, Charles Koelbel, 1995, PPOPP '95.

An integer linear programming approach for optimizing cache locality

Mahmut T. Kandemir, Eduard Ayguadé, Alok N. Choudhary, 1999, ICS '99.

Parallel DTFE Surface Density Field Reconstruction

Alok N. Choudhary, Ankit Agrawal, Nan Li, 2016, 2016 IEEE International Conference on Cluster Computing (CLUSTER).

Automatic optimization of communication in compiling out-of-core stencil codes

Alok N. Choudhary, J. Ramanujam, Rajesh Bordawekar, 1996, ICS '96.

Improving Cache Locality by a Combination of Loop and Data Transformation

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, IEEE Trans. Computers.

Detecting and Tracking Disease Outbreaks by Mining Social Media Data

Alok N. Choudhary, Zhengzhang Chen, Yusheng Xie, 2013, IJCAI.

Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems

Mahmut T. Kandemir, Seung Woo Son, Alok N. Choudhary, 2005, PPOPP.

Runtime Support and Compilation Methods for User-Specified Irregular Data Distributions

Geoffrey C. Fox, Joel H. Saltz, Alok N. Choudhary, 1995, IEEE Trans. Parallel Distributed Syst..

Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, ISC.

Improving locality using loop and data transformations in an integrated framework

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, Proceedings. 31st Annual ACM/IEEE International Symposium on Microarchitecture.

Full-Duplex Inter-Group All-to-All Broadcast Algorithms with Optimal Bandwidth

Jesper Larsson Träff, Wei-keng Liao, Alok N. Choudhary, 2018, EuroMPI.

An Architectural Characterization Study of Data Mining and Bioinformatics Workloads

Berkin Özisikyilmaz, Alok N. Choudhary, Gokhan Memik, 2006, 2006 IEEE International Symposium on Workload Characterization.

Scheduling algorithms for automated synthesis of pipelined designs on FPGAs for applications described in MATLAB

Alok N. Choudhary, Prithviraj Banerjee, Anshuman Nayak, 2000, CASES '00.

A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation

Alok N. Choudhary, Ankit Agrawal, Wei-Keng Liao, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

Processor-embedded distributed smart disks for I/O-intensive workloads: architectures, performance models and evaluation

Mahmut T. Kandemir, Wei-keng Liao, Alok N. Choudhary, 2004, J. Parallel Distributed Comput..

Mesh and pyramid algorithms for iconic indexing

Sanjay Ranka, Alok N. Choudhary, A. Choudhary, 1991, ICS '91.

Issues in Compiling I/O Intensive Problems

Alok N. Choudhary, Rajesh Bordawekar, 1996, Input/Output in Parallel and Distributed Computer Systems.

Design and evaluation of a parallel HOP clustering algorithm for cosmological simulation

Ying Liu, Wei-keng Liao, Alok N. Choudhary, 2003, Proceedings International Parallel and Distributed Processing Symposium.

Mapping realistic data sets on parallel computers

Geoffrey C. Fox, Alok N. Choudhary, Nashat Mansour, 1993, [1993] Proceedings Seventh International Parallel Processing Symposium.

DPFS: a distributed parallel file system

Alok N. Choudhary, Xiaohui Shen, 2001, International Conference on Parallel Processing, 2001..

Complete exchange on the CM-5 and Touchstone Delta

Geoffrey C. Fox, Rajeev Thakur, Alok N. Choudhary, 2005, The Journal of Supercomputing.

Design and Implementation of a Parallel I/O Runtime System for Irregular Applications

Jesús Carretero, Alok N. Choudhary, Jaechun No, 2002, J. Parallel Distributed Comput..

Quantifying and coping with parametric variations in 3D-stacked microarchitectures

Alok N. Choudhary, Abhishek Das, Gabriel H. Loh, 2010, Design Automation Conference.

Efficient structured data access in parallel file systems

Robert B. Ross, Wei-keng Liao, Alok N. Choudhary, 2003, 2003 Proceedings IEEE International Conference on Cluster Computing.

Enhancing Compiler Techniques for Memory Energy Optimizations

Mahmut T. Kandemir, Alok N. Choudhary, Joseph Zambreno, 2002, EMSOFT.

Toward Efficient Block Replication Management in Distributed Storage

Alok N. Choudhary, Kenli Li, Zhiming Liu, 2020, ACM Trans. Model. Perform. Evaluation Comput. Syst..

Noncontiguous locking techniques for parallel file systems

Robert B. Ross, Wei-keng Liao, Alok N. Choudhary, 2007, Proceedings of the 2007 ACM/IEEE Conference on Supercomputing (SC '07).

High-End Analytics and Data Mining for Sustainable Competitive Advantage

Alok N. Choudhary, Kunpeng Zhang, Ramanathan Narayanan, 2010, ICISTM.

SILVERBACK+: scalable association mining via fast list intersection for columnar social data

Alok N. Choudhary, Ankit Agrawal, Goce Trajcevski, 2016, Knowledge and Information Systems.

Data management for large-scale scientific computations in high performance distributed systems

Mahmut T. Kandemir, Rajeev Thakur, Alok N. Choudhary, 1999, Proceedings. The Eighth International Symposium on High Performance Distributed Computing (Cat. No.99TH8469).

DTF: An I/O Arbitration Framework for Multi-component Data Processing Workflows

Wei-keng Liao, Alok N. Choudhary, Yutaka Ishikawa, 2018, ISC.

Integrating Parallel File I/O and Database Support for High-Performance Scientific Data Management

Rajeev Thakur, Alok N. Choudhary, Jaechun No, 2000, ACM/IEEE SC 2000 Conference (SC'00).

Multi-threaded design and implementation of parallel pipelined STAP on parallel computers with SMP nodes

Pramod K. Varshney, Wei-keng Liao, Alok N. Choudhary, 1999, Proceedings 13th International Parallel Processing Symposium and 10th Symposium on Parallel and Distributed Processing. IPPS/SPDP 1999.

Evaluation of K-means data clustering algorithm on Intel Xeon Phi

Wei-keng Liao, Alok N. Choudhary, Nikolaos Hardavellas, 2016, 2016 IEEE International Conference on Big Data (Big Data).

On the Importance of End-to-End Application Performance Monitoring and Workload Analysis at the Exascale

Alok N. Choudhary, David Skinner, 2009, Int. J. High Perform. Comput. Appl..

Real-time feature extraction for high speed networks

Alok N. Choudhary, Seda Ogrenci Memik, Gokhan Memik, 2005, International Conference on Field Programmable Logic and Applications, 2005..

Estimating Online User Location Distribution without GPS Location

Alok N. Choudhary, Ankit Agrawal, Yu Cheng, 2014, 2014 IEEE International Conference on Data Mining Workshop.

Impact of Interconnect Protocols and Device-Level Performance on Distributed Active Storage Architectures

Alok N. Choudhary, Steve C. Chiu, 2005, PDPTA.

A Parallel Processing Architecture for an Integrated Vision System

Janak H. Patel, Alok N. Choudhary, J. Patel, 1988, ICPP.

Accelerating data mining workloads: current approaches and future challenges in system architecture design

Berkin Özisikyilmaz, Prabhat Kumar, Alok N. Choudhary, 2011, WIREs Data Mining Knowl. Discov..

Exploiting shared scratch pad memory space in embedded multiprocessor systems

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2002, DAC '02.

Parallel Data Storage and Access

Robert B. Ross, Wei-keng Liao, Alok N. Choudhary, 2009, Scientific Data Management.

Parallel computation of solvent accessible surface area of protein molecules

Alok N. Choudhary, Bhagirath Narahari, Robert L. Martino, 1993, [1993] Proceedings Seventh International Parallel Processing Symposium.

Large-scale file systems with the flexibility of databases

Alok N. Choudhary, David Kotz, 1996, CSUR.

Dynamic Compilation for Reducing Energy Consumption of I/O-Intensive Applications

Mahmut T. Kandemir, Seung Woo Son, Alok N. Choudhary, 2005, LCPC.

Global I/O optimizations for out-of-core computations

Mahmut T. Kandemir, Alok N. Choudhary, Meenakshi A. Kandaswamy, 1997, Proceedings Fourth International Conference on High-Performance Computing.

High-Performance Techniques for Parallel I/O

Wei-keng Liao, Alok N. Choudhary, Jianwei Li, 2007, Handbook of Parallel Computing.

MTIO. A multi-threaded parallel I/O system

Alok N. Choudhary, Ian T. Foster, Sachin More, 1997, Proceedings 11th International Parallel Processing Symposium.

A window-based approach to retrieving memory-resident data for query execution

Mahmut T. Kandemir, Alok N. Choudhary, Jayaprakash Pisharath, 2004, Proceedings. International Database Engineering and Applications Symposium, 2004. IDEAS '04..

A hyperplane based approach for optimizing spatial locality in loop nests

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, ICS '98.

I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers

Pramod K. Varshney, Wei-keng Liao, Alok N. Choudhary, 1999, HiPC.

Identifying hotspots in five year survival electronic health records of older adults

Alok N. Choudhary, David Baker, Ankit Agrawal, 2016, 2016 IEEE 6th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS).

A scalable parallel subspace clustering algorithm for massive data sets

Alok N. Choudhary, Sanjay Goil, Harsha S. Nagesh, 2000, Proceedings 2000 International Conference on Parallel Processing.

Fortran 90D/HPF compiler for distributed memory MIMD computers: Design, implementation, and performance results

Geoffrey C. Fox, Sanjay Ranka, Alok N. Choudhary, 1993, Supercomputing '93. Proceedings.

Detecting/preventing information leakage on the memory bus due to malicious hardware

Alok N. Choudhary, Abhishek Das, Gokhan Memik, 2010, 2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010).

MATCH: A MATLAB Compiler For Configurable Computing Systems

Alok N. Choudhary, N. Shenoy, Prithviraj Banerjee, 1999 .

Tertiary Storage Organization for Large Multidimensional Datasets

Alok N. Choudhary, Sachin More, A. Choudhary, 2000, IEEE Symposium on Mass Storage Systems.

Graph contraction for physical optimization methods: a quality-cost tradeoff for mapping data on parallel computers

Geoffrey C. Fox, Alok N. Choudhary, Nashat Mansour, 1993, ICS '93.

Cooperative Client-Side File Caching for MPI Applications

Wei-keng Liao, Alok N. Choudhary, Lee Ward, 2007, Int. J. High Perform. Comput. Appl..

Performance comparison of the CM-5 and Intel Touchstone Delta for data parallel operations

Geoffrey C. Fox, Sanjay Ranka, Alok N. Choudhary, 1993, Proceedings of 1993 5th IEEE Symposium on Parallel and Distributed Processing.

Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs

Alok N. Choudhary, Ankit Agrawal, Lu Liu, 2013, CIKM.

Design and evaluation of data access strategies in a high performance multimedia-on-demand server

P. Bruce Berra, Alok N. Choudhary, Divyesh Jadav, 1995, Proceedings of the International Conference on Multimedia Computing and Systems.

A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets

Ying Liu, Wei-keng Liao, Alok N. Choudhary, 2005, PAKDD.

Clique guided community detection

Alok N. Choudhary, Ankit Agrawal, William Hendrix, 2014, 2014 IEEE International Conference on Big Data (Big Data).

Passion: Optimized I/O for Parallel Applications

Rajeev Thakur, Alok N. Choudhary, Rajesh Bordawekar, 1996, Computer.

SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases

Alok N. Choudhary, Ankit Agrawal, Goce Trajcevski, 2014, 2014 IEEE 30th International Conference on Data Engineering.

Energy management schemes for memory-resident database systems

Mahmut T. Kandemir, Alok N. Choudhary, Jayaprakash Pisharath, 2004, CIKM '04.

A Scalable Distributed Stream Mining System for Highway Traffic Data

Jianhong Zhou, Ying Liu, Alok N. Choudhary, 2006, PKDD.

Improving Locality Using a Graph-Based Technique for Detecting Memory Layouts of Arrays

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, PPSC.

PinterNet: A thematic label curation tool for large image datasets

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach

Alok N. Choudhary, Ankit Agrawal, Jeff W. Doak, 2018, J. Comput. Chem..

A Unified Framework for Optimizing Locality, Parallelism, and Communication in Out-of-Core Computations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2000, IEEE Trans. Parallel Distributed Syst..

All-to-all communication on meshes with wormhole routing

Rajeev Thakur, Alok N. Choudhary, R. Thakur, 1994, Proceedings of 8th International Parallel Processing Symposium.

High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic

Wei-keng Liao, Alok N. Choudhary, Waseem Ahmad, 2009, SDM.

Efficient system design space exploration using machine learning techniques

Berkin Özisikyilmaz, Alok N. Choudhary, Gokhan Memik, 2008, 2008 45th ACM/IEEE Design Automation Conference.

Techniques for increasing the stream capacity of a multimedia server

Alok N. Choudhary, Divyesh Jadav, 1996, Proceedings of 3rd International Conference on High Performance Computing (HiPC).

FPGA hardware synthesis from MATLAB

Alok N. Choudhary, Prithviraj Banerjee, U. Nagaraj Shenoy, 2001, VLSI Design 2001. Fourteenth International Conference on VLSI Design.

High Performance Data Mining Using R on Heterogeneous Platforms

Berkin Özisikyilmaz, Prabhat Kumar, Wei-keng Liao, 2011, 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum.

High Utility Itemsets Mining

Ying Liu, Wei-keng Liao, Alok N. Choudhary, 2010, Int. J. Inf. Technol. Decis. Mak..

Compiler optimizations for I/O-intensive computations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, Proceedings of the 1999 International Conference on Parallel Processing.

Parallel I/O Systems - Guest Editor's Introduction

Alok N. Choudhary, 1993, J. Parallel Distributed Comput..

AHPIOS: An MPI-Based Ad Hoc Parallel I/O System

Jesús Carretero, Francisco Javier García Blas, Florin Isaila, 2008, 2008 14th IEEE International Conference on Parallel and Distributed Systems.

A Layout-Conscious Iteration Space Transformation Technique

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2001, IEEE Trans. Computers.

Improved parallel I/O via a two-phase run-time access strategy

Alok N. Choudhary, Rajesh Bordawekar, Juan Miguel del Rosario, 1993, CARN.

Communication strategies for out-of-core programs on distributed memory machines

Alok N. Choudhary, Rajesh Bordawekar, A. Choudhary, 1995, ICS '95.

Non-Conservative Pairwise Statistical Significance of Local Sequence Alignment Using Position-Specific Substitution Matrices

Alok N. Choudhary, Ankit Agrawal, Xiaoqiu Huang, 2010, BIOCOMP.

Bootstrapping active name disambiguation with crowdsourcing

Jiang Wang, Alok N. Choudhary, Ankit Agrawal, 2013, CIKM.

A Loop Transformation Algorithm Based on Explicit Data Layout Representation for Optimizing Locality

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, LCPC.

Message from the CIT 2015 program chairs

Seetharami R. Seelam, Alok N. Choudhary, Ramón Agüero Calvo, 2015, CIT 2015.

Shared memory multiprocessor implementation and evaluation of Hough transform algorithm

Alok N. Choudhary, Ravi Ponnusamy, 1991, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

International Conference on Computational Science, ICCS 2012 Dynamic Tracing of Parallel I/O Activity in HPC Applications

Mahmut Kandemir, Rajeev Thakur, Wei-keng Liao, 2012 .

Probabilistic macro behavioral targeting

Alok N. Choudhary, Yi Gao, Kunpeng Zhang, 2012, DUBMMSM '12.

Sensitive and Specific Identification of Protein Complexes in "Perturbed" Protein Interaction Networks from Noisy Pull-Down Data

Nagiza F. Samatova, Alok N. Choudhary, Byung-Hoon Park, 2011, 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum.

A new scalable parallel DBSCAN algorithm using the disjoint-set data structure

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2012, 2012 International Conference for High Performance Computing, Networking, Storage and Analysis.

Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs

Wei-keng Liao, Alok N. Choudhary, Assefaw Hadish Gebremedhin, 2012, WAW.

HPF-MPI: A Programming System Supporting Task and Data Parallelism

Alok N. Choudhary, Ian T. Foster, David R. Kohr, 1997, PPSC.

I High-Performance I/O for Massively Parallel Computers

Alok N. Choudhary, Juan Miguel de, 1994 .

Data windows: a data-centric approach for query execution in memory-resident databases

Mahmut T. Kandemir, Alok N. Choudhary, Jayaprakash Pisharath, 2004, Proceedings Design, Automation and Test in Europe Conference and Exhibition.

I/O-Conscious Tiling for Disk-Resident Data Sets

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, Euro-Par.

Noncontiguous I/O accesses through MPI-IO

Robert B. Ross, Wei-keng Liao, Alok N. Choudhary, 2003, CCGrid 2003. 3rd IEEE/ACM International Symposium on Cluster Computing and the Grid, 2003. Proceedings..

Compilation and Communication Strategies for Out-of-Core Programs on Distributed Memory Machines

Alok N. Choudhary, J. Ramanujam, Rajesh Bordawekar, 1996, J. Parallel Distributed Comput..

Match virtual machine: an adaptive runtime system to execute MATLAB in parallel

Alok N. Choudhary, Prithviraj Banerjee, Pramod G. Joisha, 2000, Proceedings 2000 International Conference on Parallel Processing.

COMPASSION: A Parallel I/O Runtime System Including Chunking and Compression for Irregular Applications

Jesús Carretero, Alok N. Choudhary, Jaechun No, 1998, HPCN Europe.

Parallel pairwise statistical significance estimation of local sequence alignment using Message Passing Interface library

Alok N. Choudhary, Ankit Agrawal, Sanchit Misra, 2011, Concurr. Comput. Pract. Exp..

A generalized framework for global communication optimization

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing.

A Scalable Distributed Shared Memory Architecture

Alok N. Choudhary, Senthil Krishnamoorthy, 1994, J. Parallel Distributed Comput..

Design and Evaluation of a Smart Disk Cluster for DSS Commercial Workloads

Mahmut T. Kandemir, Alok N. Choudhary, Gokhan Memik, 2001, J. Parallel Distributed Comput..

Compilation for distributed memory architectures

Mahmut T. Kandemir, Alok N. Choudhary, 2002 .

Achieving Target MTTF by Duplicating Reliability-Critical Components in High Performance Computing Systems

Nithin Nakka, Alok N. Choudhary, John Bent, 2011, 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum.

Voice of the Customers: Mining Online Customer Reviews for Product Feature-based Ranking

Alok N. Choudhary, Kunpeng Zhang, Ramanathan Narayanan, 2010, WOSN.

Design and Evaluation of Distributed Smart Disk Architecture for I/O-Intensive Workloads

Wei-keng Liao, Alok N. Choudhary, Steve C. Chiu, 2003, International Conference on Computational Science.

Building Halo Merger Trees from the Q Continuum Simulation

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2017, 2017 IEEE 24th International Conference on High Performance Computing (HiPC).

On reducing false sharing while improving locality on shared memory multiprocessors

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, 1999 International Conference on Parallel Architectures and Compilation Techniques (Cat. No.PR00425).

Evaluation of connected component labeling algorithms on shared and distributed memory multiprocessors

Rajeev Thakur, Alok N. Choudhary, 1992, Proceedings Sixth International Parallel Processing Symposium.

Handling context-sensitive syntactic issues in the design of a front-end for a MATLAB compiler

Alok N. Choudhary, Prithviraj Banerjee, Pramod G. Joisha, 2000, APL '00.

A system-level synthesis algorithm with guaranteed solution quality

Alok N. Choudhary, Prithviraj Banerjee, U. Nagaraj Shenoy, 2000, DATE '00.

Elver: Recommending Facebook pages in cold start situation without content features

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2013, 2013 IEEE International Conference on Big Data.

Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O

Robert Latham, Robert B. Ross, Wei-keng Liao, 2009, 2009 International Conference on Parallel Processing.

IOPin: Runtime Profiling of Parallel I/O in HPC Systems

Mahmut T. Kandemir, Seung Woo Son, Rajeev Thakur, 2012, 2012 SC Companion: High Performance Computing, Networking Storage and Analysis.

Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction

Peter A. Dinda, Berkin Özisikyilmaz, Alok N. Choudhary, 2008, 2008 International Symposium on Computer Architecture.

Image spam hunter

Ming Yang, Yan Gao, Ying Wu, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multimedia Applications and High-Performance Computing

Alok N. Choudhary, Ian T. Foster, Rick L. Stevens, 1995, IEEE Parallel Distributed Technol. Syst. Appl..

Delegation-Based I/O Mechanism for High Performance Computing Systems

Wei-keng Liao, Alok N. Choudhary, Arifa Nisar, 2012, IEEE Transactions on Parallel and Distributed Systems.

An efficient uniform run-time scheme for mixed regular-irregular applications

Alok N. Choudhary, Prithviraj Banerjee, Dhruva R. Chakrabarti, 1998, ICS '98.

High performance multidimensional analysis of large datasets

Alok N. Choudhary, Sanjay Goil, A. Choudhary, 1998, DOLAP '98.

Extended collective I/O for efficient retrieval of large objects

Alok N. Choudhary, Sachin More, A. Choudhary, 1998, Proceedings. Fifth International Conference on High Performance Computing (Cat. No. 98EX238).

Five Year Life Expectancy Calculator for Older Adults

Alok N. Choudhary, David Baker, Ankit Agrawal, 2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW).

AGORAS: A Fast Algorithm for Estimating Medoids in Large Datasets

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, ICCS.

An algorithm for synthesis of large time-constrained heterogeneous adaptive systems

Alok N. Choudhary, Prithviraj Banerjee, U. Nagaraj Shenoy, 2001, TODE.

Scalable Algorithms for MPI Intergroup Allgather and Allgatherv

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2019, Parallel Comput..

Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era

Robert Latham, Robert B. Ross, Wei-keng Liao, 2018, 2018 IEEE/ACM 3rd International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems (PDSW-DISCS).

Active Learning Image Spam Hunter

Yan Gao, Alok N. Choudhary, A. Choudhary, 2009, ISVC.

Designing and implementing high-performance media-on-demand servers

Alok N. Choudhary, Divyesh Jadav, 1995, IEEE Parallel Distributed Technol. Syst. Appl..

Scheduling Queries for Tape-Resident Data

Alok N. Choudhary, Sachin More, A. Choudhary, 2000, Euro-Par.

On guaranteed bandwidth channels

Alok N. Choudhary, Shailender Chaudhry, Mohammed Raziuddin, 1995, Proceedings of International Conference on Network Protocols.

Parallel netCDF: A High-Performance Scientific I/O Interface

Robert Latham, Robert B. Ross, Brad Gallagher, 2003, SC.

MuSES: Multilingual Sentiment Elicitation System for Social Media Data

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2014, IEEE Intelligent Systems.

Communicating data-parallel tasks: an MPI library for HPF

Alok N. Choudhary, Ian T. Foster, David R. Kohr, 1996, Proceedings of 3rd International Conference on High Performance Computing (HiPC).

Reducing I/O variability using dynamic I/O path characterization in petascale storage systems

Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, 2016, The Journal of Supercomputing.

Machine Learning Models to Predict Performance of Computer System Design Alternatives

Berkin Özisikyilmaz, Alok N. Choudhary, Gokhan Memik, 2008, 2008 37th International Conference on Parallel Processing.

Exploiting On-Chip Data Transfers for Improving Performance of Chip-Scale Multiprocessors

Mahmut T. Kandemir, Alok N. Choudhary, Guangyu Chen, 2003, Euro-Par.

Cooperative Write-Behind Data Buffering for MPI I/O

Wei-keng Liao, Alok N. Choudhary, Lee Ward, 2005, PVM/MPI.

Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection

Wei-keng Liao, Alok N. Choudhary, Assefaw Hadish Gebremedhin, 2014, Internet Math..

Lung cancer survival prediction using ensemble data mining on SEER data

Alok N. Choudhary, Lalith Polepeddi, Ankit Agrawal, 2012, Sci. Program..

A novel application development environment for large-scale scientific computations

George K. Thiruvathukal, Mahmut T. Kandemir, Wei-keng Liao, 2000, ICS '00.

Real-time disease surveillance using Twitter data: demonstration on flu and cancer

Alok N. Choudhary, Ankit Agrawal, Kathy Lee, 2013, KDD.

Detailed analysis of I/O traces for large scale applications

Nithin Nakka, Wei-keng Liao, Alok N. Choudhary, 2009, 2009 International Conference on High Performance Computing (HiPC).

A Framework for Integrated Communication and I/O Placement

Alok N. Choudhary, J. Ramanujam, Rajesh Bordawekar, 1996, Euro-Par, Vol. I.

Parallel Implementation of Lossy Data Compression for Temporal Data Sets

Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, 2016, 2016 IEEE 23rd International Conference on High Performance Computing (HiPC).

Towards informal caregiver identification in social media

Alok N. Choudhary, Ankit Agrawal, Reda Al-Bahrani, 2016, 2016 IEEE International Conference on Healthcare Informatics (ICHI).

Forecast Oriented Classification of Spatio-Temporal Extreme Events

Nagiza F. Samatova, Wei-keng Liao, Alok N. Choudhary, 2013, IJCAI.

Design and implementation of a parallel I/O runtime system for irregular applications

Jesús Carretero, Alok N. Choudhary, Jaechun No, 1998, Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing.

A Linear Algebra Framework for Automatic Determination of Optimal Data Layouts

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, IEEE Trans. Parallel Distributed Syst..

Accurate area and delay estimators for FPGAs

Alok N. Choudhary, Prithviraj Banerjee, Anshuman Nayak, 2002, Proceedings 2002 Design, Automation and Test in Europe Conference and Exhibition.

Compiler algorithms for optimizing locality and parallelism on shared and distributed memory machines

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1997, Proceedings 1997 International Conference on Parallel Architectures and Compilation Techniques.

Improving the performance of out-of-core computations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1997, Proceedings of the 1997 International Conference on Parallel Processing (Cat. No.97TB100162).

Middleware support for many-task computing

Alexander S. Szalay, Douglas Thain, Zhao Zhang, 2010, Cluster Computing.

Design of a hardware accelerator for density based clustering applications

Alok N. Choudhary, Jayaprakash Pisharath, A. Choudhary, 2005, 2005 IEEE International Conference on Application-Specific Systems, Architecture Processors (ASAP'05).

Design and evaluation of primitives for parallel I/O

Alok N. Choudhary, Rajesh Bordawekar, Juan Miguel del Rosario, 1993, Supercomputing '93. Proceedings.

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships

Nagiza F. Samatova, Vipin Kumar, Alok N. Choudhary, 2013, SDM.

Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

A Library-Based Approach to Task Parallelism in a Data-Parallel Language

Alok N. Choudhary, Ian T. Foster, David R. Kohr, 1997, J. Parallel Distributed Comput..

Mining Frequent Patterns by Differential Refinement of Clustered Bitmaps

Nan Jiang, Wei-keng Liao, Alok N. Choudhary, 2006, SDM.

FPGA architecture for pairwise statistical significance estimation

Alok N. Choudhary, Daniel Honbo, Amit Pande, 2013, Int. J. High Perform. Syst. Archit..

Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, SpringSim.

Compiling distribution directives in a Fortran 90D compiler

Geoffrey C. Fox, Sanjay Ranka, Alok N. Choudhary, 1993, Proceedings of 1993 5th IEEE Symposium on Parallel and Distributed Processing.

A Scalable Message Passing Interface Implementation of an Ad-Hoc Parallel I/o system

Jesús Carretero, Francisco Javier García Blas, Florin Isaila, 2010, Int. J. High Perform. Comput. Appl..

Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues

Kesheng Wu, Wei-keng Liao, Alok N. Choudhary, 2018, AI-Science@HPDC.

Parallel Data Mining Algorithms for Association Rules and Clustering

Ying Liu, Wei-keng Liao, Alok N. Choudhary, 2007, Handbook of Parallel Computing.

Design and Analysis of an Optical Communications Processor

Salim Hariri, Alok N. Choudhary, Q. Wang Song, 1993, J. Parallel Distributed Comput..

Processor-embedded distributed MEMS-based storage systems for high-performance I/O

Wei-keng Liao, Alok N. Choudhary, Steve C. Chiu, 2004, 18th International Parallel and Distributed Processing Symposium, 2004. Proceedings..

Sensing, Triggers and Mobile (Meta)Data

Alok N. Choudhary, Peter Scheuermann, Goce Trajcevski, 2010, 2010 Eleventh International Conference on Mobile Data Management.

Proceedings of the fourth workshop on I/O in parallel and distributed systems: part of the federated computing research conference

Ravi Jain, Alok N. Choudhary, David Kotz, 1996 .

Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data

Sharath Pankanti, Jun Wang, Alok N. Choudhary, 2014, 2014 IEEE International Conference on Data Mining Workshop.

Forecasting Influenza Levels Using Real-Time Social Media Streams

Alok N. Choudhary, Ankit Agrawal, Kathy Lee, 2017, 2017 IEEE International Conference on Healthcare Informatics (ICHI).

Materials discovery: Understanding polycrystals from large-scale electron patterns

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Enhancing Financial Decision-Making Using Social Behavior Modeling

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2014, SNAKDD'14.

Performance Evaluation of Clusters of NETRA: An Architecture for Computer Vision Systems

Janak H. Patel, Alok N. Choudhary, 1990, ICPP.

Runtime Support for Out-of-Core Parallel Programs

Rajeev Thakur, Alok N. Choudhary, R. Thakur, 1996, Input/Output in Parallel and Distributed Computer Systems.

An Efficient Heuristic Scheme for Dynamic Remapping of Parallel Computations

Alok N. Choudhary, Bhagirath Narahari, Ramesh Krishnamurti, 1993, Parallel Comput..

I/O Optimizations for Compiling Out-of Core Programs on Distributed-Memory Machines

Mahmut T. Kandemir, Alok N. Choudhary, Rajesh Bordawekar, 1997, PPSC.

An FPGA Implementation of Decision Tree Classification

Alok N. Choudhary, Gokhan Memik, Joseph Zambreno, 2007, 2007 Design, Automation & Test in Europe Conference & Exhibition.

Firefly: illuminating future network-on-chip with nanophotonics

Yu Zhang, Prabhat Kumar, Alok N. Choudhary, 2009, ISCA '09.

pFANGS: Parallel high speed sequence mapping for Next Generation 454-roche Sequencing reads

Wei-keng Liao, Alok N. Choudhary, Sanchit Misra, 2010, 2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW).

Implementation and evaluation of prefetching in the Intel Paragon parallel file system

Alok N. Choudhary, Meenakshi Arunachalam, Brad Rullman, 1996, Proceedings of International Conference on Parallel Processing.

Automated synthesis of pipelined designs on FPGAs for signal and image processing applications described in MATLAB(R)

Alok N. Choudhary, Prithviraj Banerjee, Anshuman Nayak, 2001, Proceedings of the ASP-DAC 2001. Asia and South Pacific Design Automation Conference 2001 (Cat. No.01EX455).

Scalable parallel OPTICS data clustering using graph algorithmic techniques

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2013, 2013 SC - International Conference for High Performance Computing, Networking, Storage and Analysis (SC).

Optimizations to Provide High Performance Parallel I/O for Irregular Applications

Jesús Carretero, Alok N. Choudhary, Jaechun No, 1999, Applied Informatics.

Unified compilation of Fortran 77D and 90D

Ken Kennedy, Geoffrey C. Fox, Sanjay Ranka, 1993, LOPL.

Exploiting multi-grained parallelism in reconfigurable SBC architectures

Alok N. Choudhary, Joseph Zambreno, Daniel Honbo, 2005, 13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'05).

Addressing application integrity attacks using a reconfigurable architecture

Alok N. Choudhary, Rahul Simha, Joseph Zambreno, 2004, FPGA '04.

Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective

Qiang Fu, Alok N. Choudhary, Ankit Agrawal, 2015, 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.

Load balancing and task decomposition techniques for parallel implementation of integrated vision systems algorithms

Janak H. Patel, Alok N. Choudhary, 1989, Proceedings of the 1989 ACM/IEEE Conference on Supercomputing (Supercomputing '89).

Compiler and runtime support for out-of-core HPF programs

Rajeev Thakur, Alok N. Choudhary, Rajesh Bordawekar, 1994, ICS '94.

Locality Optimization Algorithms for Compilation of Out-of-Core Codes

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, J. Inf. Sci. Eng..

Compilation for Distributed Memory Architectures

Mahmut T. Kandemir, Alok N. Choudhary, 2002, The Compiler Design Handbook.

Techniques for Increasing the Stream Capacity of A High-Performance Multimedia Server

P. Bruce Berra, Alok N. Choudhary, Divyesh Jadav, 1999, IEEE Trans. Knowl. Data Eng..

A prefetching prototype for the parallel file systems on the Paragon

Alok N. Choudhary, Meenakshi Arunachalam, Brad Rullman, 1995, SIGMETRICS '95/PERFORMANCE '95.

Scheduling regular and irregular communication patterns on the CM-5

Geoffrey C. Fox, Rajeev Thakur, Alok N. Choudhary, 1992, Proceedings Supercomputing '92.

MPIPairwiseStatSig: parallel pairwise statistical significance estimation of local sequence alignment

Alok N. Choudhary, Ankit Agrawal, Sanchit Misra, 2010, HPDC '10.

The International Exascale Software Project roadmap

John Shalf, Franck Cappello, Hiroshi Nakashima, 2011, Int. J. High Perform. Comput. Appl..

An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections

Shih-Fu Chang, Rogério Schmidt Feris, Sanjiv Kumar, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Design and evaluation of data storage and retrieval strategies in a distributed memory continuous media server

Alok N. Choudhary, Divyesh Jadav, Chutimet Srinilta, 1997, Proceedings 11th International Parallel Processing Symposium.

Experimental Performance Evaluation of the CM-5

Geoffrey C. Fox, Rajeev Thakur, Alok N. Choudhary, 1993, J. Parallel Distributed Comput..

Comments on "Mesh and Pyramid Algorithms for Iconic indexing": authors' reply

Sanjay Ranka, Alok N. Choudhary, A. Choudhary, 1998, Pattern Recognit..

Collective caching: application-aware client-side file caching

Wei-keng Liao, Alok N. Choudhary, Lee Ward, 2005, HPDC-14. Proceedings. 14th IEEE International Symposium on High Performance Distributed Computing, 2005..

An Evaluation of Set-Associativity in Two-Level Caches for Shared Memory Multiprocessors

Alok N. Choudhary, Senthil Krishnamoorthy, A. Choudhary, 1992, PARLE.

Analyzing Informal Caregiving Expression in Social Media

Alok N. Choudhary, Ankit Agrawal, Reda Al-Bahrani, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

Parallel algorithms for FPGA placement

Alok N. Choudhary, Prithviraj Banerjee, Anshuman Nayak, 2000, ACM Great Lakes Symposium on VLSI.

A distributed multi-storage I/O system for data intensive scientific computing

Alok N. Choudhary, Xiaohui Shen, A. Choudhary, 2003, Parallel Comput..

Lung transplant outcome prediction using UNOS data

Alok N. Choudhary, Ankit Agrawal, Reda Al-Bahrani, 2013, 2013 IEEE International Conference on Big Data.

Efficient Algorithms for Array Redistribution

Rajeev Thakur, Alok N. Choudhary, J. Ramanujam, 1996, IEEE Trans. Parallel Distributed Syst..

On active learning in hierarchical classification

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2012, CIKM '12.

Learning to Group Web Text Incorporating Prior Information

Wei-keng Liao, Alok N. Choudhary, Kunpeng Zhang, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

Operating System Controlled Processor-Memory Bus Encryption

Xi Chen, Alok N. Choudhary, Robert P. Dick, 2008, 2008 Design, Automation and Test in Europe.

MineBench: A Benchmark Suite for Data Mining Workloads

Berkin Özisikyilmaz, Alok N. Choudhary, Gokhan Memik, 2006, 2006 IEEE International Symposium on Workload Characterization.

Data management for large‐scale scientific computations in high performance distributed systems

Mahmut T. Kandemir, Rajeev Thakur, Wei-keng Liao, 2004, Cluster Computing.

Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols

Wei-keng Liao, Alok N. Choudhary, A. Choudhary, 2008, 2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis.

Strategies for improving data locality in embedded applications

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2002, Proceedings of ASP-DAC/VLSI Design 2002. 7th Asia and South Pacific Design Automation Conference and 15h International Conference on VLSI Design.

A Compilation Approach for Fortran 90D/HPF Compilers on Distributed Memory MIMD Computers

Geoffrey C. Fox, Sanjay Ranka, Alok N. Choudhary, 1993 .

A Hybrid Strategy Based on Data Distribution and Migration for Optimizing Memory Locality

Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, 2002, LCPC.

Poster: Risk prediction for post-operative adverse outcomes in colorectal cancer surgery

Alok N. Choudhary, Ankit Agrawal, Sanchit Misra, 2011, 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS).

Towards Online Spam Filtering in Social Networks

Alok N. Choudhary, Yan Chen, Kathy Lee, 2012, NDSS.

High-Performance Software Protection Using Reconfigurable Architectures

Alok N. Choudhary, Bhagirath Narahari, Rahul Simha, 2006, Proceedings of the IEEE.

Parallelization of Irregular Codes Including Out-of-Core Data and Index Arrays

Peter Brezany, Alok N. Choudhary, Minh Dang, 1997, PARCO.

Optimizing inter-nest data locality

Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, 2002, CASES '02.

Multicollective I/O: A technique for exploiting inter-file access patterns

Mahmut T. Kandemir, Wei-keng Liao, Alok N. Choudhary, 2006, TOS.

An Extended Two-Phase Method for Accessing Sections of Out-of-Core Arrays

Rajeev Thakur, Alok N. Choudhary, R. Thakur, 1996, Sci. Program..

Improving the Average Response Time in Collective I/O

Wei-keng Liao, Alok N. Choudhary, Saba Sehrish, 2011, EuroMPI.

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2015, 2015 Eighth International Conference on Contemporary Computing (IC3).

A reconfigurable architecture for network intrusion detection using principal component analysis

Alok N. Choudhary, Gokhan Memik, David T. Nguyen, 2006, FPGA '06.

Minimizing Data and Synchronization Costs in One-Way Communication

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2000, IEEE Trans. Parallel Distributed Syst..

I/O analysis and optimization for an AMR cosmology application

Wei-keng Liao, Alok N. Choudhary, Jianwei Li, 2002, Proceedings. IEEE International Conference on Cluster Computing.

Identifying HotSpots in Lung Cancer Data Using Association Rule Mining

Alok N. Choudhary, Ankit Agrawal, A. Choudhary, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

Supporting irregular distributions using data-parallel languages

Geoffrey C. Fox, Joel H. Saltz, Alok N. Choudhary, 1995, IEEE Parallel Distributed Technol. Syst. Appl..

FANGS: high speed sequence mapping for next generation sequencers

Alok N. Choudhary, Sanchit Misra, Simon Lin, 2010, SAC '10.

Discovery of extreme events-related communities in contrasting groups of physical system networks

Nagiza F. Samatova, Alok N. Choudhary, Zhengzhang Chen, 2012, Data Mining and Knowledge Discovery.

Efficient Parallel Classification Using Dimensional Aggregates

Alok N. Choudhary, Sanjay Goil, 1999, Large-Scale Parallel Data Mining.

Legislative prediction with dual uncertainty minimization from heterogeneous information

Alok N. Choudhary, Huan Liu, Ankit Agrawal, 2016, SDM.

Sentiment identification by incorporating syntax, semantics and context information

Doug Downey, Wei-keng Liao, Alok N. Choudhary, 2012, SIGIR '12.

Fast Neural Networks with Circulant Projections pdf

Shih-Fu Chang, Rogério Schmidt Feris, Sanjiv Kumar, 2015, ArXiv.

Scalable Design and Implementations for MPI Parallel Overlapping I/O

Wei-keng Liao, Alok N. Choudhary, Lee Ward, 2006, IEEE Transactions on Parallel and Distributed Systems.

A lung cancer outcome calculator using ensemble data mining on SEER data

Alok N. Choudhary, Lalith Polepeddi, Ankit Agrawal, 2011, BIOKDD '11.

An infrastructure for scalable parallel multidimensional analysis

Alok N. Choudhary, Sanjay Goil, 1999, Proceedings. Eleventh International Conference on Scientific and Statistical Database Management.

Shared-Memory Multiprocessor Simulations to Study Dynamic Characteristics of Two-Level Caches

Alok N. Choudhary, Senthil Krishnamoorthy, 1992, Int. J. Comput. Simul..

Failure Data-Driven Selective Node-Level Duplication to Improve MTTF in High Performance Computing Systems

Nithin Nakka, Alok N. Choudhary, A. Choudhary, 2009, HPCS.

Graph Contraction for Mapping Data on Parallel Computers: A Quality-Cost Tradeoff

Alok N. Choudhary, Geoffrey Fox, Nashat Mansour, 1994, Sci. Program..

Distinguish Polarity in Bag-of-Words Visualization

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2017, AAAI.

A bibliography for multiprocessor cache memories

Alok N. Choudhary, Ganesh Ramamoorthy, 1991, CARN.

A flexible I/O arbitration framework for netCDF‐based big data processing workflows on high‐end supercomputers

Alok N. Choudhary, Yutaka Ishikawa, Takemasa Miyoshi, 2017, Concurr. Comput. Pract. Exp..

Using MPI file caching to improve parallel write performance for large-scale scientific applications

Scott Klasky, Wei-keng Liao, Alok N. Choudhary, 2007, Proceedings of the 2007 ACM/IEEE Conference on Supercomputing (SC '07).

Towards Identifying Informal Caregivers of Alzheimer’s and Dementia Patients in Social Media

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2017, 2017 IEEE International Conference on Healthcare Informatics (ICHI).

High Performance OLAP and Data Mining on Parallel Computers

Alok N. Choudhary, Sanjay Goil, A. Choudhary, 1997, Data Mining and Knowledge Discovery.

Compiler-directed I/O optimization

Mahmut T. Kandemir, Alok N. Choudhary, 2002, Proceedings 16th International Parallel and Distributed Processing Symposium.

Parallel real-time systems: formal specification

Alok N. Choudhary, Bhagirath Narahari, Vijay Gehlot, 1997, Proceedings Fourth International Conference on High-Performance Computing.

Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Compilation Techniques for Out-of-Core Parallel Computations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, Parallel Comput..

Keynote speakers: Big data science and social networks — Accelerating insights and building value

Alok N. Choudhary, John C. S. Lui, Keith Ross, 2014, 2014 23rd International Conference on Computer Communication and Networks (ICCCN).

An integrated graphical user interface for high performance distributed computing

Wei-keng Liao, Alok N. Choudhary, Xiaohui Shen, 2001, Proceedings 2001 International Database Engineering and Applications Symposium.

The Impact of Dynamic Directories on Multicore Interconnects

Alok N. Choudhary, Abhishek Das, Nikolaos Hardavellas, 2013, Computer.

SAFE-OPS: An approach to embedded software security

Nasir D. Memon, Alok N. Choudhary, Bhagirath Narahari, 2005, TECS.

A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2016, CIKM.

Microarchitectures for Managing Chip Revenues under Process Variations

Alok N. Choudhary, Abhishek Das, Gokhan Memik, 2007, IEEE Computer Architecture Letters.

Excavating social circles via user interests

Alok N. Choudhary, Ankit Agrawal, Md. Mostofa Ali Patwary, 2014, Social Network Analysis and Mining.

Uncertain Range Queries for Necklaces

Alok N. Choudhary, Ouri Wolfson, Goce Trajcevski, 2010, 2010 Eleventh International Conference on Mobile Data Management.

Analyzing the impact of on-chip network traffic on program phases for CMPs

Yu Zhang, Berkin Özisikyilmaz, Alok N. Choudhary, 2009, 2009 IEEE International Symposium on Performance Analysis of Systems and Software.

A probabilistic graphical model for brand reputation assessment in social networks

Doug Downey, Wei-keng Liao, Alok N. Choudhary, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

Complete exchange on a wormhole routed mesh

Geoffrey C. Fox, Rajeev Thakur, Alok N. Choudhary, 1994, Proceedings of International Workshop on Modeling, Analysis and Simulation of Computer and Telecommunication Systems.

High performance data mining using data cubes on parallel computers

Alok N. Choudhary, Sanjay Goil, A. Choudhary, 1998, Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing.

Exploring concentration and channel slicing in on-chip network router

Prabhat Kumar, Alok N. Choudhary, John Kim, 2009, 2009 3rd ACM/IEEE International Symposium on Networks-on-Chip.

Noncontiguous I/O through PVFS

Robert B. Ross, Wei-keng Liao, Alok N. Choudhary, 2002, Proceedings. IEEE International Conference on Cluster Computing.

Medical Concept Normalization for Online User-Generated Texts

Alok N. Choudhary, Ankit Agrawal, Oladimeji Farri, 2017, 2017 IEEE International Conference on Healthcare Informatics (ICHI).

Automated Tracing of I/O Stack

Mahmut T. Kandemir, Seung Woo Son, Wei-keng Liao, 2010, EuroMPI.

A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor

Alok N. Choudhary, Ankit Agrawal, A. Choudhary, 2016, CIKM.

Cost of distributed deadlock detection: a performance study

Alok N. Choudhary, 1990, [1990] Proceedings. Sixth International Conference on Data Engineering.

A Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution

Donald F. Towsley, Alok N. Choudhary, John A. Stankovic, 1987, IEEE International Conference on Distributed Computing Systems.

Batching and Dynamic Allocation Techniques for Increasing the Stream Capacity of an On-Demand Media Server

Alok N. Choudhary, Divyesh Jadav, Chutimet Srinilta, 1997, Parallel Comput..

PACT: Power Aware Compilation and Architectural Techniques

Majid Sarrafzadeh, Alok N. Choudhary, Andreas Moshovos, 2003 .

Sentiment Analysis of Conditional Sentences

Alok N. Choudhary, Bing Liu, Ramanathan Narayanan, 2009, EMNLP.

A Novel Scalable DBSCAN Algorithm with Spark

Wei-keng Liao, Alok N. Choudhary, Dianwei Han, 2016, 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).

Design and Evaluation of a Compiler-Directed Collective I/O Technique

Mahmut T. Kandemir, Alok N. Choudhary, Gokhan Memik, 2000, Euro-Par.

An I/O-Conscious Tiling Strategy for Disk-Resident Data Sets

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2002, The Journal of Supercomputing.

Embedding data mappers with distributed memory machine compilers

Joel H. Saltz, Alok N. Choudhary, Charles Koelbel, 1993, SIGP.

Improving Locality in Out-of-Core Computations Using Data Layout Transformations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1998, LCR.

Mining diabetes complication and treatment patterns for clinical decision support

Wei-keng Liao, Alok N. Choudhary, Jie Tang, 2013, CIKM.

Twitter Trending Topic Classification

Alok N. Choudhary, Ankit Agrawal, Kathy Lee, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

Exploring Area/Delay Tradeoffs in an AES FPGA Implementation

Alok N. Choudhary, Joseph Zambreno, David Nguyen, 2004, FPL.

Supporting computational data model representation with high-performance I/O in parallel netCDF

Wei-keng Liao, Alok N. Choudhary, Chen Jin, 2011, 2011 18th International Conference on High Performance Computing.

Poll: A Citation Text Based System for Identifying High-Impact Contributions of an Article

Alok N. Choudhary, Lalith Polepeddi, Ankit Agrawal, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

APRIL: A Run-Time Library for Tape-Resident Data

Mahmut T. Kandemir, Alok N. Choudhary, Valerie E. Taylor, 2000, IEEE Symposium on Mass Storage Systems.

Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations

Steve Harenberg, Nagiza F. Samatova, Vipin Kumar, 2014, SDM.

Restructuring I/O-Intensive Computations for Locality

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, HPCN Europe.

Incorporating conditional random fields and active learning to improve sentiment identification

Yi Yang, Alok N. Choudhary, Hengchang Liu, 2014, Neural Networks.

Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload

Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, 2013, 2013 IEEE International Conference on Cluster Computing (CLUSTER).

An Efficient FPGA Implementation of Principle Component Analysis based Network Intrusion Detection System

Alok N. Choudhary, Abhishek Das, Sanchit Misra, 2008, 2008 Design, Automation and Test in Europe.

Reducing infrequent-token perplexity via variational corpora

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2015, ACL.

A graph based framework to detect optimal memory layouts for improving data locality

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, Proceedings 13th International Parallel Processing Symposium and 10th Symposium on Parallel and Distributed Processing. IPPS/SPDP 1999.

Hierarchical scheduling for disk I/O in an integrated environment

Jesús Carretero, Alok N. Choudhary, Weiyu Zhu, 1999, CATA.

Big data and extreme-scale computing

Franck Cappello, Satoshi Matsuoka, Alexander S. Szalay, 2018, Int. J. High Perform. Comput. Appl..

Processor-embedded distributed smart disks for I/O-intensive workloads: architectures, performance models and evaluation

Mahmut T. Kandemir, Wei-keng Liao, Alok N. Choudhary, 2004, J. Parallel Distributed Comput..

Mining social media streams to improve public health allergy surveillance

Alok N. Choudhary, Ankit Agrawal, Kathy Lee, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power

Wei-keng Liao, Alok N. Choudhary, Yuhong Zhang, 2012, BMC Bioinformatics.

A scientific data management system for irregular applications

Rajeev Thakur, Alok N. Choudhary, Jaechun No, 2001, Proceedings 15th International Parallel and Distributed Processing Symposium. IPDPS 2001.

Social Role Identification via Dual Uncertainty Minimization Regularization

Tao Zhang, Alok N. Choudhary, Huan Liu, 2014, 2014 IEEE International Conference on Data Mining.

Optimization and Evaluation of Hartree-Fock Application's I/O with PASSION

Mahmut T. Kandemir, David E. Bernholdt, Alok N. Choudhary, 1997, SC.

Community Dynamics and Analysis of Decadal Trends in Climate Data

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

An experimental performance evaluation of Touchstone Delta Concurrent File System

Alok N. Choudhary, Rajesh Bordawekar, Juan Miguel del Rosario, 1993, ICS '93.

Power and performance in I/O for scientific applications

Mahmut T. Kandemir, Seung Woo Son, Wei-keng Liao, 2005, 19th IEEE International Parallel and Distributed Processing Symposium.

Evaluating structured I/O methods for parallel file systems

Robert B. Ross, Wei-keng Liao, Alok N. Choudhary, 2004, Int. J. High Perform. Comput. Netw..

An Experimental Evaluation of I/O Optimizations on Different Applications

Mahmut T. Kandemir, David E. Bernholdt, Alok N. Choudhary, 2002, IEEE Trans. Parallel Distributed Syst..

High performance fortran: implementor and users workshop

Alok N. Choudhary, Charles Koelbel, Mary Zosel, 1993, Supercomputing '93. Proceedings.

Colon cancer survival prediction using ensemble data mining on SEER data

Alok N. Choudhary, Ankit Agrawal, Reda Al-Bahrani, 2013, 2013 IEEE International Conference on Big Data.

Reducing False Sharing and Improving Spatial Locality in a Unified Compilation Framework

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 2003, IEEE Trans. Parallel Distributed Syst..

Mesh and pyramid algorithms for iconic indexing

Sanjay Ranka, Alok N. Choudhary, 1992, Pattern Recognit..

Distributed smart disks for I/O-intensive workloads on switched interconnects

Wei-keng Liao, Alok N. Choudhary, Steve C. Chiu, 2006, Future Gener. Comput. Syst..

An Experimental Evaluation of I/O Optimizations on Different Applications

Mahmut T. Kandemir, David E. Bernholdt, Alok N. Choudhary, 2002, IEEE Trans. Parallel Distributed Syst..

Reducing energy consumption of queries in memory-resident database systems

Mahmut T. Kandemir, Alok N. Choudhary, Jayaprakash Pisharath, 2004, CASES '04.

Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2017, 2017 IEEE 24th International Conference on High Performance Computing (HiPC).

NETRA: A Hierarchical and Partitionable Architecture for Computer Vision Systems

Janak H. Patel, Narendra Ahuja, Alok N. Choudhary, 1993, IEEE Trans. Parallel Distributed Syst..

Social media evolution of the Egyptian revolution

Wei-keng Liao, Alok N. Choudhary, Kathy Lee, 2012, Commun. ACM.

GST networks: learning emergent spatiotemporal correlations

Chilukuri K. Mohan, Alok N. Choudhary, Chaitanya Tumuluri, 1996, Proceedings of International Conference on Neural Networks (ICNN'96).

A unified compiler algorithm for optimizing locality, parallelism and communication in out-of-core computations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1997, IOPADS '97.

SES: Sentiment Elicitation System for Social Media Data

Wei-keng Liao, Alok N. Choudhary, Kunpeng Zhang, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

Scaling parallel I/O performance through I/O delegate and caching system

Wei-keng Liao, Alok N. Choudhary, Arifa Nisar, 2008, 2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis.

Design, implementation and evaluation of parallel pipelined STAP on parallel computers

Pramod K. Varshney, Wei-keng Liao, Alok N. Choudhary, 1998, Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing.

Runtime Library for Parallel I/O for Irregular Applications

Alok N. Choudhary, Jaechun No, 1997, PARCO.

Scalable high-level caching for parallel I/O

Wei-keng Liao, Alok N. Choudhary, Lee Ward, 2004, 18th International Parallel and Distributed Processing Symposium, 2004. Proceedings..

Cashing in on hints for better prefetching and caching in PVFS and MPI-IO

Mahmut T. Kandemir, Seung Woo Son, Alok N. Choudhary, 2010, HPDC '10.

Parallelization of Irregular Out-of-Core Applications for Distributed-Memory Systems

Peter Brezany, Alok N. Choudhary, Minh Dang, 1997, HPCN Europe.

CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations pdf

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2018, ArXiv.

Scalable Approaches for Supporting MPI-IO Atomicity

George K. Thiruvathukal, Alok N. Choudhary, Avery Ching, 2006, Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGRID'06).

Compiler-directed scratch pad memory optimization for embedded multiprocessors

Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, 2004, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Parallel data cube construction for high performance on-line analytical processing

Alok N. Choudhary, Sanjay Goil, 1997, Proceedings Fourth International Conference on High-Performance Computing.

JobMiner: a real-time system for mining job-related patterns from social media

Alok N. Choudhary, Ankit Agrawal, Songtao Guo, 2013, KDD.

Compiling Fortran 90D/HPF for Distributed Memory MIMD Computers

Geoffrey C. Fox, Sanjay Ranka, Alok N. Choudhary, 1994, J. Parallel Distributed Comput..

Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim

Wu-chun Feng, Alok N. Choudhary, Xiaosong Ma, 2006, 2006 15th IEEE International Conference on High Performance Distributed Computing.

Graphical Modeling of Macro Behavioral Targeting in Social Networks

Alok N. Choudhary, Kunpeng Zhang, Ankit Agrawal, 2013, SDM.

Optimizing I/O for Irregular Applications on Distributed-Memory Machines

Jesús Carretero, Alok N. Choudhary, Jaechun No, 1999, ACPC.

Common runtime support for high-performance parallel languages parallel compiler runtime consortium

Geoffrey C. Fox, Joel H. Saltz, David A. Padua, 1993, Supercomputing '93. Proceedings.

Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction

Nagiza F. Samatova, Vipin Kumar, Alok N. Choudhary, 2011, IJCAI.

Evaluating voltage islands in CMPs under process variations

Alok N. Choudhary, Abhishek Das, Gokhan Memik, 2007, 2007 25th International Conference on Computer Design.

Optimization of Out-of-Core Computations Using Chain Vectors

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1997, Euro-Par.

Performance implications of architectural and software techniques on I/O-intensive applications

Mahmut T. Kandemir, David E. Bernholdt, Alok N. Choudhary, 1998, Proceedings. 1998 International Conference on Parallel Processing (Cat. No.98EX205).

A New Flexible MPI Collective I/O Implementation

Robert B. Ross, Rajeev Thakur, Wei-keng Liao, 2006, 2006 IEEE International Conference on Cluster Computing.

IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems

Mahmut T. Kandemir, Seung Woo Son, Rajeev Thakur, 2014, The Journal of Supercomputing.

A MATLAB compiler for distributed, heterogeneous, reconfigurable computing systems

Alex K. Jones, Alok N. Choudhary, Prithviraj Banerjee, 2000, Proceedings 2000 IEEE Symposium on Field-Programmable Custom Computing Machines (Cat. No.PR00871).

Parallelization of MATLAB Applications for a Multi-FPGA System

Alok N. Choudhary, Prithviraj Banerjee, Anshuman Nayak, 2001, The 9th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'01).

Combining I/O operations for multiple array variables in parallel netCDF

Robert Latham, Robert B. Ross, Wei-keng Liao, 2009, 2009 IEEE International Conference on Cluster Computing and Workshops.

Exploiting Inter-File Access Patterns Using Multi-Collective I/O

Mahmut T. Kandemir, Alok N. Choudhary, Gokhan Memik, 2002, FAST.

Runtime compilation techniques for data partitioning and communication schedule reuse

Joel H. Saltz, Alok N. Choudhary, Ravi Ponnusamy, 1993, Supercomputing '93. Proceedings.

A Scalable Hierarchical Clustering Algorithm Using Spark

Alok N. Choudhary, Ankit Agrawal, Zhengzhang Chen, 2015, 2015 IEEE First International Conference on Big Data Computing Service and Applications.

A framework for interprocedural locality optimization using both loop and data layout transformations

Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, 1999, Proceedings of the 1999 International Conference on Parallel Processing.

SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network

Alok N. Choudhary, Ankit Agrawal, Sunwoo Lee, 2021, ICPRAM.

Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2021, ICPRAM.

Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency

Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal, 2022, J. Parallel Distributed Comput..

Poster: A lung cancer mortality risk calculator based on SEER data

Alok N. Choudhary, Lalith Polepeddi, Ankit Agrawal, 2011, 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS).

A high-performance distributed parallel file system for data-intensive computations

Alok N. Choudhary, A. Choudhary, Xiao-Jian Shen, 2004, J. Parallel Distributed Comput..